whisperkit-benchmarks / dashboard_data /multilingual_results.csv
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filter out old data and add english and multilingual wer to performance tab
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Model,Forced Tokens,Average WER,WER_sl,WER_sk,WER_ur,WER_sw,WER_uz,WER_pl,WER_vi,WER_sq,WER_sv,WER_he,WER_mt,WER_hy,WER_am,WER_nn,WER_be,WER_da,WER_mr,WER_kk,WER_mn,WER_ja,WER_el,WER_lv,WER_oc,WER_it,WER_ca,WER_cs,WER_te,WER_ru,WER_tk,WER_ro,WER_yo,WER_yue,WER_yi,WER_pt,WER_ps,WER_zh,WER_uk,WER_sr,WER_pa,WER_ml,WER_mk,WER_ba,WER_ha,WER_ar,WER_gl,WER_hu,WER_nl,WER_bg,WER_bn,WER_ne,WER_af,WER_hi,WER_ka,WER_de,WER_as,WER_az,WER_br,WER_ko,WER_fi,WER_id,WER_fr,WER_es,WER_et,WER_en,WER_fa,WER_lt,WER_cy,WER_eu,WER_lo,WER_tt,WER_ta,WER_th,WER_tr
openai/whisper-large-v3-v20240930,False,51.57,36.9,29.71,46.48,64.04,110.02,14.74,14.89,69.25,18.09,29.11,86.41,74.32,145.83,50.03,79.08,19.43,67.19,43.57,116.51,26.33,21.75,32.92,73.51,14.39,20.36,14.41,140.14,15.81,112.64,15.2,95.06,51.16,103.7,16.37,111.73,27.24,24.08,62.2,104.28,121.81,48.07,102.63,104.87,40.62,18.12,16.39,11.46,21.95,98.71,86.28,37.8,43.31,137.87,14.01,103.2,38.1,100.68,20.79,16.62,12.28,16.31,5.94,32.21,12.54,60.73,35.6,57.45,42.35,103.14,98.21,44.83,31.0,31.24
openai/whisper-large-v3-v20240930,True,46.09,27.13,24.61,25.59,61.29,98.84,12.12,16.92,65.69,12.97,26.85,84.04,73.95,128.9,39.97,61.51,17.63,48.26,41.87,97.08,21.97,17.73,30.78,71.01,12.83,18.25,12.85,75.43,13.28,104.35,11.41,89.71,64.28,100.0,14.93,95.78,25.34,19.14,54.07,120.4,112.94,34.52,100.0,96.64,31.45,15.0,15.3,8.91,20.42,79.7,63.89,36.54,26.14,132.26,12.26,105.14,33.33,95.96,20.75,15.42,11.11,15.51,6.1,31.51,12.13,55.96,32.84,54.92,40.65,114.11,98.39,41.54,23.3,24.29
openai/whisper-tiny,False,105.22,121.79,133.13,113.57,119.78,118.34,103.44,99.27,119.73,82.19,122.66,112.51,132.53,120.31,103.18,115.1,99.88,101.13,125.86,114.12,82.61,130.16,112.75,100.2,89.71,82.85,125.93,113.15,109.31,117.09,118.71,109.16,88.8,120.37,81.94,115.21,79.77,115.73,114.84,103.05,105.04,117.77,116.19,109.58,159.43,78.61,129.6,76.43,122.17,100.32,104.44,118.43,102.01,140.29,79.95,100.86,146.83,110.82,110.13,93.9,124.4,67.17,68.41,113.76,33.14,122.06,133.54,112.59,132.9,106.52,123.61,100.96,110.41,125.91
openai/whisper-tiny,True,86.1,81.42,92.88,70.33,112.75,122.16,56.82,50.52,99.17,64.45,72.15,103.81,133.47,140.93,102.1,98.9,79.55,102.76,179.77,128.57,53.32,66.33,89.27,93.19,60.12,59.02,81.79,133.22,58.43,124.62,66.43,111.99,90.36,102.78,65.71,105.43,65.2,69.07,80.42,104.57,133.29,83.84,110.69,97.86,97.63,54.0,85.5,54.06,83.5,106.27,103.34,93.39,102.17,140.86,49.53,112.36,90.67,102.29,62.34,72.56,54.08,59.57,34.99,101.75,33.4,130.66,101.05,93.62,97.05,113.15,107.44,80.94,42.42,66.07
openai/whisper-small,False,96.89,116.31,109.59,106.84,110.05,117.73,69.24,74.63,110.83,52.47,97.58,109.76,138.13,118.51,93.33,113.81,66.04,101.28,127.1,115.44,89.93,120.81,101.47,88.06,67.04,51.78,117.66,120.07,92.0,116.14,86.09,106.41,48.07,105.56,37.94,105.77,117.15,101.7,108.27,101.54,102.57,115.41,118.11,104.62,151.92,65.17,66.19,60.49,118.61,100.46,102.89,99.37,100.76,141.61,49.17,100.37,121.83,107.77,137.18,68.85,104.92,54.88,47.03,96.83,18.2,119.04,121.42,111.48,116.31,118.1,120.3,100.63,115.33,108.8
openai/whisper-small,True,69.14,49.09,51.74,40.93,96.1,115.21,23.74,25.43,89.94,23.97,43.29,96.2,120.55,130.06,164.5,78.06,37.18,89.86,82.95,262.79,30.25,31.49,62.47,114.14,25.02,30.35,37.7,311.76,26.09,174.55,26.99,161.95,48.61,100.0,35.7,94.66,42.22,40.02,60.5,160.3,115.92,50.81,118.57,97.46,47.01,30.45,44.66,19.94,49.16,129.67,107.33,71.02,45.58,,23.87,131.95,62.3,,34.7,30.07,23.81,27.11,11.94,72.39,17.35,97.5,75.61,67.42,77.08,102.07,103.03,42.18,21.52,33.32
openai/whisper-large-v3,False,54.77,41.01,32.74,44.39,66.07,110.74,17.82,14.19,64.45,13.59,36.31,96.11,70.79,134.23,52.71,85.41,16.63,60.48,58.79,122.59,33.66,28.76,27.08,78.1,13.55,17.32,20.67,123.88,16.13,107.71,10.99,110.75,53.95,105.56,14.51,103.6,42.68,32.28,64.23,101.2,102.62,68.19,100.46,99.97,36.03,23.57,13.44,12.17,30.2,98.44,101.1,40.79,75.87,149.84,14.75,100.54,35.32,106.08,20.94,15.9,11.86,15.51,6.36,30.06,12.7,62.68,32.37,51.06,45.38,104.29,100.73,81.72,38.07,26.73
openai/whisper-large-v3,True,34.23,18.87,18.44,21.24,58.02,90.52,10.13,12.32,53.97,9.81,23.79,78.78,54.56,,29.37,45.53,13.89,42.37,48.61,87.75,20.38,12.35,21.06,65.39,11.11,14.69,12.04,61.25,13.0,99.39,5.39,97.25,14.27,101.85,13.75,88.95,25.41,15.59,41.4,57.1,107.34,20.59,99.25,91.39,23.08,13.06,12.44,7.03,17.37,,52.77,36.38,20.33,,9.89,,21.43,86.38,20.37,10.32,9.47,13.67,4.93,28.43,12.21,45.43,27.63,35.05,40.65,102.76,90.45,28.97,6.11,17.88
openai/whisper-large-v3-v20240930/626MB,False,52.29,39.68,29.99,49.08,66.59,107.43,15.31,15.95,71.18,17.19,32.01,88.37,79.06,135.02,51.08,80.09,20.74,71.26,47.37,105.47,25.78,22.21,34.77,74.12,15.26,20.99,15.98,139.45,16.29,106.18,16.59,95.23,51.42,101.85,16.46,107.76,29.67,27.49,64.5,103.61,115.9,47.55,100.79,103.61,38.22,19.62,17.52,11.63,24.46,98.93,85.04,39.69,47.4,133.75,14.69,104.02,38.49,101.45,22.74,16.62,12.28,17.04,6.02,34.3,13.39,62.2,38.5,60.13,45.51,103.6,98.12,48.42,35.09,31.2
openai/whisper-large-v3-v20240930/626MB,True,47.64,30.62,25.67,26.93,62.36,97.82,13.11,17.36,67.47,12.72,29.16,84.89,77.31,111.23,39.77,63.57,18.94,50.51,45.76,97.71,22.33,18.71,31.72,72.64,13.16,19.39,14.49,84.78,14.37,102.51,12.24,93.42,66.1,100.0,14.85,95.84,27.18,21.48,56.17,134.5,123.72,36.74,98.12,95.73,32.09,15.48,17.05,9.05,22.25,81.89,63.49,40.0,27.3,128.28,13.21,102.9,34.52,96.28,22.01,15.17,12.66,15.68,5.97,33.98,13.03,56.96,35.97,57.0,43.62,121.47,99.17,42.74,23.09,24.11
openai/whisper-large-v3-v20240930/547MB,False,61.3,56.47,43.16,61.91,88.9,109.85,24.17,22.93,88.74,26.09,45.97,96.7,107.38,134.76,57.25,85.1,27.18,70.85,71.7,109.68,30.21,32.19,50.95,80.91,20.97,30.91,27.66,137.02,20.13,112.37,27.76,99.08,65.2,116.67,21.24,103.29,38.97,40.09,73.1,103.36,116.51,67.78,109.58,103.61,53.89,27.16,30.42,17.39,39.13,102.58,86.68,51.97,58.32,132.81,19.31,103.2,59.92,103.96,26.14,23.24,18.05,23.09,8.1,47.03,16.56,84.54,55.51,75.58,63.11,111.89,103.54,61.24,58.17,42.66
openai/whisper-large-v3-v20240930/547MB,True,54.61,40.12,35.54,35.4,78.38,102.05,19.6,25.97,81.39,19.25,38.72,89.86,109.32,146.41,46.71,69.67,25.3,60.25,66.07,101.55,25.79,26.23,45.55,75.4,18.77,27.16,23.73,106.23,18.63,108.87,18.26,97.33,74.97,101.85,18.91,95.65,34.74,30.15,63.01,,120.76,47.96,104.64,100.75,41.63,20.54,27.11,14.18,33.31,96.72,74.91,48.5,38.49,129.01,17.62,101.41,47.22,99.32,26.25,20.31,17.25,22.0,7.84,45.12,16.12,77.07,49.49,71.63,57.09,114.95,101.79,53.56,39.58,33.54
openai/whisper-large-v2,False,94.09,119.27,112.44,106.95,110.77,122.16,75.3,61.28,112.19,43.62,91.08,112.01,137.54,118.3,90.82,118.11,25.33,100.79,152.88,115.67,79.34,113.99,69.07,91.12,50.45,40.5,112.0,113.84,99.36,123.07,96.59,110.1,52.67,100.0,47.38,106.7,125.66,95.49,,101.13,102.34,118.31,124.76,105.15,143.76,63.7,44.82,48.04,119.44,100.18,102.64,101.1,100.38,154.52,65.08,100.59,85.71,105.79,97.02,48.57,92.39,31.95,46.74,99.3,13.74,116.06,137.91,74.42,107.11,111.27,131.83,100.18,119.35,113.86
openai/whisper-large-v2,True,47.14,25.76,25.84,25.24,67.14,100.99,12.51,17.69,65.57,12.16,24.01,83.34,62.4,176.79,47.12,49.05,16.72,48.12,58.01,136.6,22.6,15.04,28.69,72.69,14.34,16.2,17.14,165.74,15.11,115.56,7.86,95.93,53.06,105.56,15.23,99.75,36.59,20.95,43.09,105.46,114.5,25.32,107.07,115.23,26.39,16.27,16.72,8.93,21.52,103.9,62.0,47.24,25.92,150.19,11.7,107.19,29.37,106.33,24.84,13.13,12.2,16.21,6.93,35.96,12.7,53.38,38.94,32.85,49.09,103.76,105.51,28.08,8.76,19.55
openai/whisper-base,False,104.18,125.5,143.16,112.16,113.79,122.43,99.57,99.07,123.02,75.03,98.01,114.12,138.03,114.66,99.56,122.48,81.21,101.78,137.07,115.04,91.47,131.68,117.3,96.63,78.16,69.85,128.78,132.18,103.59,125.21,114.33,106.87,72.69,125.93,59.81,114.59,74.81,113.57,119.31,103.18,105.38,123.9,123.21,109.11,160.77,70.55,110.22,80.49,122.28,100.7,104.89,108.98,101.32,143.37,61.29,100.7,134.52,111.44,136.38,102.17,126.88,58.74,58.79,115.46,25.71,122.69,149.93,110.1,126.44,116.79,132.15,101.37,112.61,122.57
openai/whisper-base,True,79.92,72.07,76.57,59.1,106.54,171.77,43.44,40.15,100.62,45.53,61.22,102.6,208.4,165.98,83.98,92.45,61.96,103.31,99.05,201.0,42.73,55.22,81.5,82.95,46.45,48.59,67.24,117.99,44.21,151.1,54.19,105.42,70.49,111.11,48.98,98.51,53.88,58.31,76.9,100.38,119.75,74.21,134.5,116.11,72.17,47.63,71.07,37.01,73.54,100.79,101.9,87.4,102.24,117.93,38.09,109.8,84.13,106.76,48.87,56.32,43.04,45.09,24.55,91.31,25.11,104.21,91.07,87.41,98.64,106.13,108.77,60.25,32.91,51.87